Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 380905 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 2585 |
| Duplicate rows (%) | 0.7% |
| Total size in memory | 40.7 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 3 |
quarter_end has constant value "" | Constant |
| Dataset has 2585 (0.7%) duplicate rows | Duplicates |
total_away_score is highly overall correlated with posteam_score and 2 other fields | High correlation |
posteam_score is highly overall correlated with total_away_score and 1 other fields | High correlation |
defteam_score is highly overall correlated with total_away_score and 2 other fields | High correlation |
score_differential is highly overall correlated with defteam_score | High correlation |
yardline_100 is highly overall correlated with ydsnet and 1 other fields | High correlation |
ydsnet is highly overall correlated with yardline_100 | High correlation |
quarter_seconds_remaining is highly overall correlated with half_seconds_remaining | High correlation |
half_seconds_remaining is highly overall correlated with quarter_seconds_remaining | High correlation |
game_seconds_remaining is highly overall correlated with total_away_score and 2 other fields | High correlation |
goal_to_go is highly overall correlated with yardline_100 | High correlation |
goal_to_go is highly imbalanced (68.4%) | Imbalance |
total_away_score has 92065 (24.2%) zeros | Zeros |
posteam_score has 96109 (25.2%) zeros | Zeros |
defteam_score has 78339 (20.6%) zeros | Zeros |
score_differential has 70897 (18.6%) zeros | Zeros |
ydsnet has 14361 (3.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-08-27 17:38:58.807121 |
|---|---|
| Analysis finished | 2023-08-27 17:39:23.409350 |
| Duration | 24.6 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
total_away_score
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 57 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.223473 |
| Minimum | 0 |
|---|---|
| Maximum | 58 |
| Zeros | 92065 |
| Zeros (%) | 24.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 16 |
| 95-th percentile | 28 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.4406222 |
|---|---|
| Coefficient of variation (CV) | 0.92342614 |
| Kurtosis | 0.54674777 |
| Mean | 10.223473 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.93534377 |
| Sum | 3894172 |
| Variance | 89.125348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 92065 | |
| 7 | 44070 | |
| 3 | 37281 | |
| 10 | 31256 | 8.2% |
| 14 | 19681 | 5.2% |
| 6 | 19384 | 5.1% |
| 17 | 19214 | 5.0% |
| 13 | 18657 | 4.9% |
| 20 | 13122 | 3.4% |
| 16 | 9195 | 2.4% |
| Other values (47) | 76980 |
| Value | Count | Frequency (%) |
| 0 | 92065 | |
| 1 | 12 | < 0.1% |
| 2 | 303 | 0.1% |
| 3 | 37281 | |
| 4 | 17 | < 0.1% |
| 5 | 336 | 0.1% |
| 6 | 19384 | 5.1% |
| 7 | 44070 | |
| 8 | 574 | 0.2% |
| 9 | 7966 | 2.1% |
| Value | Count | Frequency (%) |
| 58 | 75 | |
| 57 | 1 | < 0.1% |
| 55 | 21 | < 0.1% |
| 54 | 1 | < 0.1% |
| 52 | 7 | < 0.1% |
| 51 | 57 | |
| 50 | 21 | < 0.1% |
| 49 | 107 | |
| 48 | 134 | |
| 47 | 85 |
posteam_score
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 60 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.192862 |
| Minimum | 0 |
|---|---|
| Maximum | 61 |
| Zeros | 96109 |
| Zeros (%) | 25.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7 |
| Q3 | 16 |
| 95-th percentile | 28 |
| Maximum | 61 |
| Range | 61 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.5105477 |
|---|---|
| Coefficient of variation (CV) | 0.93305962 |
| Kurtosis | 0.59654333 |
| Mean | 10.192862 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.94122004 |
| Sum | 3882512 |
| Variance | 90.450518 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 96109 | |
| 7 | 45150 | |
| 3 | 34899 | 9.2% |
| 10 | 31308 | 8.2% |
| 14 | 21045 | 5.5% |
| 17 | 19252 | 5.1% |
| 13 | 18107 | 4.8% |
| 6 | 16649 | 4.4% |
| 20 | 13041 | 3.4% |
| 21 | 9172 | 2.4% |
| Other values (50) | 76173 |
| Value | Count | Frequency (%) |
| 0 | 96109 | |
| 1 | 6 | < 0.1% |
| 2 | 794 | 0.2% |
| 3 | 34899 | 9.2% |
| 4 | 13 | < 0.1% |
| 5 | 360 | 0.1% |
| 6 | 16649 | 4.4% |
| 7 | 45150 | |
| 8 | 531 | 0.1% |
| 9 | 7013 | 1.8% |
| Value | Count | Frequency (%) |
| 61 | 6 | < 0.1% |
| 59 | 16 | < 0.1% |
| 58 | 38 | |
| 56 | 9 | < 0.1% |
| 55 | 28 | < 0.1% |
| 54 | 30 | < 0.1% |
| 53 | 6 | < 0.1% |
| 52 | 41 | |
| 51 | 88 | |
| 50 | 16 | < 0.1% |
defteam_score
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 60 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.429215 |
| Minimum | 0 |
|---|---|
| Maximum | 61 |
| Zeros | 78339 |
| Zeros (%) | 20.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 10 |
| Q3 | 17 |
| 95-th percentile | 31 |
| Maximum | 61 |
| Range | 61 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 10.011376 |
|---|---|
| Coefficient of variation (CV) | 0.87594609 |
| Kurtosis | 0.39619462 |
| Mean | 11.429215 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.87075602 |
| Sum | 4353445 |
| Variance | 100.22765 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 78339 | |
| 7 | 45213 | |
| 3 | 35570 | 9.3% |
| 10 | 31377 | 8.2% |
| 14 | 21492 | 5.6% |
| 17 | 19814 | 5.2% |
| 13 | 18785 | 4.9% |
| 6 | 16584 | 4.4% |
| 20 | 14272 | 3.7% |
| 24 | 10211 | 2.7% |
| Other values (50) | 89248 |
| Value | Count | Frequency (%) |
| 0 | 78339 | |
| 1 | 7 | < 0.1% |
| 2 | 543 | 0.1% |
| 3 | 35570 | |
| 4 | 4 | < 0.1% |
| 5 | 330 | 0.1% |
| 6 | 16584 | 4.4% |
| 7 | 45213 | |
| 8 | 522 | 0.1% |
| 9 | 7229 | 1.9% |
| Value | Count | Frequency (%) |
| 61 | 16 | < 0.1% |
| 59 | 17 | < 0.1% |
| 58 | 36 | < 0.1% |
| 56 | 23 | < 0.1% |
| 55 | 48 | |
| 54 | 26 | < 0.1% |
| 53 | 14 | < 0.1% |
| 52 | 71 | |
| 51 | 113 | |
| 50 | 36 | < 0.1% |
score_differential
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 111 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.2363529 |
| Minimum | -59 |
|---|---|
| Maximum | 59 |
| Zeros | 70897 |
| Zeros (%) | 18.6% |
| Negative | 175308 |
| Negative (%) | 46.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | -59 |
|---|---|
| 5-th percentile | -20 |
| Q1 | -7 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 17 |
| Maximum | 59 |
| Range | 118 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 10.819541 |
|---|---|
| Coefficient of variation (CV) | -8.7511751 |
| Kurtosis | 1.3913711 |
| Mean | -1.2363529 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.028861485 |
| Sum | -470933 |
| Variance | 117.06246 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70897 | |
| -7 | 29017 | 7.6% |
| -3 | 25455 | 6.7% |
| 7 | 22156 | 5.8% |
| 3 | 18726 | 4.9% |
| -4 | 13819 | 3.6% |
| -10 | 13346 | 3.5% |
| 4 | 12748 | 3.3% |
| -14 | 9992 | 2.6% |
| -6 | 9904 | 2.6% |
| Other values (101) | 154845 |
| Value | Count | Frequency (%) |
| -59 | 17 | |
| -56 | 10 | < 0.1% |
| -55 | 10 | < 0.1% |
| -54 | 32 | |
| -52 | 6 | < 0.1% |
| -51 | 7 | < 0.1% |
| -49 | 12 | < 0.1% |
| -48 | 5 | < 0.1% |
| -47 | 7 | < 0.1% |
| -46 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 59 | 16 | |
| 56 | 1 | < 0.1% |
| 55 | 4 | < 0.1% |
| 54 | 6 | < 0.1% |
| 52 | 13 | |
| 51 | 4 | < 0.1% |
| 49 | 21 | |
| 48 | 11 | |
| 47 | 8 | < 0.1% |
| 46 | 6 | < 0.1% |
yardline_100
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 99 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.381137 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 34 |
| median | 56 |
| Q3 | 73 |
| 95-th percentile | 87 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 24.623895 |
|---|---|
| Coefficient of variation (CV) | 0.47009088 |
| Kurtosis | -0.89395917 |
| Mean | 52.381137 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -0.35768351 |
| Sum | 19952237 |
| Variance | 606.33621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 15769 | 4.1% |
| 75 | 11620 | 3.1% |
| 60 | 6226 | 1.6% |
| 70 | 6191 | 1.6% |
| 65 | 6132 | 1.6% |
| 69 | 5962 | 1.6% |
| 71 | 5881 | 1.5% |
| 55 | 5712 | 1.5% |
| 66 | 5643 | 1.5% |
| 74 | 5635 | 1.5% |
| Other values (89) | 306134 |
| Value | Count | Frequency (%) |
| 1 | 3842 | |
| 2 | 2322 | |
| 3 | 2242 | |
| 4 | 2368 | |
| 5 | 2613 | |
| 6 | 2383 | |
| 7 | 2403 | |
| 8 | 2355 | |
| 9 | 2575 | |
| 10 | 2691 |
| Value | Count | Frequency (%) |
| 99 | 667 | 0.2% |
| 98 | 679 | 0.2% |
| 97 | 703 | 0.2% |
| 96 | 861 | 0.2% |
| 95 | 1129 | |
| 94 | 1158 | |
| 93 | 1194 | |
| 92 | 1678 | |
| 91 | 1810 | |
| 90 | 2679 |
down
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 4.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1142715 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 3.0 |
| 4th row | 4.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 153106 | |
| 2.0 | 114463 | |
| 3.0 | 73815 | |
| 4.0 | 39521 | 10.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 153106 | |
| 2.0 | 114463 | |
| 3.0 | 73815 | |
| 4.0 | 39521 | 10.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 380905 | |
| 0 | 380905 | |
| 1 | 153106 | |
| 2 | 114463 | 10.0% |
| 3 | 73815 | 6.5% |
| 4 | 39521 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 761810 | |
| Other Punctuation | 380905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 380905 | |
| 1 | 153106 | |
| 2 | 114463 | 15.0% |
| 3 | 73815 | 9.7% |
| 4 | 39521 | 5.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 380905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1142715 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 380905 | |
| 0 | 380905 | |
| 1 | 153106 | |
| 2 | 114463 | 10.0% |
| 3 | 73815 | 6.5% |
| 4 | 39521 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1142715 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 380905 | |
| 0 | 380905 | |
| 1 | 153106 | |
| 2 | 114463 | 10.0% |
| 3 | 73815 | 6.5% |
| 4 | 39521 | 3.5% |
goal_to_go
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 MiB |
| 0.0 | |
|---|---|
| 1.0 | 21722 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1142715 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 359183 | |
| 1.0 | 21722 | 5.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 359183 | |
| 1.0 | 21722 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 740088 | |
| . | 380905 | |
| 1 | 21722 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 761810 | |
| Other Punctuation | 380905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 740088 | |
| 1 | 21722 | 2.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 380905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1142715 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 740088 | |
| . | 380905 | |
| 1 | 21722 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1142715 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 740088 | |
| . | 380905 | |
| 1 | 21722 | 1.9% |
ydstogo
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.6028826 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 15 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.1032932 |
|---|---|
| Coefficient of variation (CV) | 0.47696724 |
| Kurtosis | 2.8601606 |
| Mean | 8.6028826 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.65018532 |
| Sum | 3276881 |
| Variance | 16.837015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 174115 | |
| 1 | 20168 | 5.3% |
| 5 | 19591 | 5.1% |
| 6 | 19113 | 5.0% |
| 7 | 19067 | 5.0% |
| 8 | 18237 | 4.8% |
| 4 | 16669 | 4.4% |
| 9 | 15906 | 4.2% |
| 3 | 15385 | 4.0% |
| 2 | 14567 | 3.8% |
| Other values (37) | 48087 | 12.6% |
| Value | Count | Frequency (%) |
| 1 | 20168 | 5.3% |
| 2 | 14567 | 3.8% |
| 3 | 15385 | 4.0% |
| 4 | 16669 | 4.4% |
| 5 | 19591 | 5.1% |
| 6 | 19113 | 5.0% |
| 7 | 19067 | 5.0% |
| 8 | 18237 | 4.8% |
| 9 | 15906 | 4.2% |
| 10 | 174115 |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 48 | 2 | < 0.1% |
| 46 | 1 | < 0.1% |
| 44 | 2 | < 0.1% |
| 43 | 2 | < 0.1% |
| 42 | 2 | < 0.1% |
| 41 | 2 | < 0.1% |
| 40 | 7 | |
| 39 | 2 | < 0.1% |
| 38 | 3 |
ydsnet
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 153 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.758171 |
| Minimum | -87 |
|---|---|
| Maximum | 99 |
| Zeros | 14361 |
| Zeros (%) | 3.8% |
| Negative | 25484 |
| Negative (%) | 6.7% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | -87 |
|---|---|
| 5-th percentile | -2 |
| Q1 | 7 |
| median | 22 |
| Q3 | 45 |
| 95-th percentile | 75 |
| Maximum | 99 |
| Range | 186 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 24.754666 |
|---|---|
| Coefficient of variation (CV) | 0.89179745 |
| Kurtosis | -0.6001352 |
| Mean | 27.758171 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.63075657 |
| Sum | 10573226 |
| Variance | 612.79348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14361 | 3.8% |
| 9 | 9988 | 2.6% |
| 5 | 9486 | 2.5% |
| 4 | 9047 | 2.4% |
| 3 | 8718 | 2.3% |
| 2 | 8532 | 2.2% |
| 6 | 8278 | 2.2% |
| 7 | 7951 | 2.1% |
| 11 | 7691 | 2.0% |
| 8 | 7503 | 2.0% |
| Other values (143) | 289350 |
| Value | Count | Frequency (%) |
| -87 | 1 | < 0.1% |
| -84 | 1 | < 0.1% |
| -83 | 1 | < 0.1% |
| -77 | 3 | |
| -73 | 2 | |
| -69 | 2 | |
| -68 | 1 | < 0.1% |
| -59 | 2 | |
| -56 | 1 | < 0.1% |
| -55 | 2 |
| Value | Count | Frequency (%) |
| 99 | 59 | < 0.1% |
| 98 | 88 | < 0.1% |
| 97 | 88 | < 0.1% |
| 96 | 128 | < 0.1% |
| 95 | 158 | < 0.1% |
| 94 | 208 | |
| 93 | 154 | < 0.1% |
| 92 | 274 | |
| 91 | 304 | |
| 90 | 429 |
quarter_seconds_remaining
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 901 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 430.09812 |
| Minimum | 0 |
|---|---|
| Maximum | 900 |
| Zeros | 108 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 183 |
| median | 420 |
| Q3 | 666 |
| 95-th percentile | 863 |
| Maximum | 900 |
| Range | 900 |
| Interquartile range (IQR) | 483 |
Descriptive statistics
| Standard deviation | 271.36997 |
|---|---|
| Coefficient of variation (CV) | 0.63094899 |
| Kurtosis | -1.2516275 |
| Mean | 430.09812 |
| Median Absolute Deviation (MAD) | 241 |
| Skewness | 0.10432105 |
| Sum | 1.6382652 × 108 |
| Variance | 73641.663 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 900 | 7734 | 2.0% |
| 120 | 4317 | 1.1% |
| 895 | 1135 | 0.3% |
| 894 | 976 | 0.3% |
| 896 | 805 | 0.2% |
| 115 | 777 | 0.2% |
| 114 | 699 | 0.2% |
| 35 | 686 | 0.2% |
| 859 | 683 | 0.2% |
| 116 | 676 | 0.2% |
| Other values (891) | 362417 |
| Value | Count | Frequency (%) |
| 0 | 108 | < 0.1% |
| 1 | 326 | |
| 2 | 519 | |
| 3 | 554 | |
| 4 | 536 | |
| 5 | 511 | |
| 6 | 465 | |
| 7 | 518 | |
| 8 | 535 | |
| 9 | 535 |
| Value | Count | Frequency (%) |
| 900 | 7734 | |
| 899 | 48 | < 0.1% |
| 898 | 42 | < 0.1% |
| 897 | 310 | 0.1% |
| 896 | 805 | 0.2% |
| 895 | 1135 | 0.3% |
| 894 | 976 | 0.3% |
| 893 | 651 | 0.2% |
| 892 | 418 | 0.1% |
| 891 | 324 | 0.1% |
half_seconds_remaining
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1801 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 837.98723 |
| Minimum | 0 |
|---|---|
| Maximum | 1800 |
| Zeros | 78 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 343 |
| median | 826 |
| Q3 | 1308 |
| 95-th percentile | 1709 |
| Maximum | 1800 |
| Range | 1800 |
| Interquartile range (IQR) | 965 |
Descriptive statistics
| Standard deviation | 542.63671 |
|---|---|
| Coefficient of variation (CV) | 0.64754771 |
| Kurtosis | -1.2427489 |
| Mean | 837.98723 |
| Median Absolute Deviation (MAD) | 482 |
| Skewness | 0.098046766 |
| Sum | 3.1919352 × 108 |
| Variance | 294454.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 900 | 5306 | 1.4% |
| 120 | 4103 | 1.1% |
| 1800 | 2458 | 0.6% |
| 1795 | 828 | 0.2% |
| 1794 | 708 | 0.2% |
| 115 | 599 | 0.2% |
| 114 | 503 | 0.1% |
| 1796 | 499 | 0.1% |
| 35 | 484 | 0.1% |
| 116 | 480 | 0.1% |
| Other values (1791) | 364937 |
| Value | Count | Frequency (%) |
| 0 | 78 | < 0.1% |
| 1 | 218 | |
| 2 | 397 | |
| 3 | 417 | |
| 4 | 385 | |
| 5 | 372 | |
| 6 | 315 | |
| 7 | 347 | |
| 8 | 377 | |
| 9 | 359 |
| Value | Count | Frequency (%) |
| 1800 | 2458 | |
| 1799 | 41 | < 0.1% |
| 1798 | 20 | < 0.1% |
| 1797 | 148 | < 0.1% |
| 1796 | 499 | 0.1% |
| 1795 | 828 | 0.2% |
| 1794 | 708 | 0.2% |
| 1793 | 436 | 0.1% |
| 1792 | 240 | 0.1% |
| 1791 | 166 | < 0.1% |
game_seconds_remaining
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3601 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1731.2225 |
| Minimum | 0 |
|---|---|
| Maximum | 3600 |
| Zeros | 36 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 120 |
| Q1 | 819 |
| median | 1796 |
| Q3 | 2620 |
| 95-th percentile | 3406 |
| Maximum | 3600 |
| Range | 3600 |
| Interquartile range (IQR) | 1801 |
Descriptive statistics
| Standard deviation | 1047.4144 |
|---|---|
| Coefficient of variation (CV) | 0.60501431 |
| Kurtosis | -1.1645925 |
| Mean | 1731.2225 |
| Median Absolute Deviation (MAD) | 902 |
| Skewness | 0.039970015 |
| Sum | 6.5943132 × 108 |
| Variance | 1097077 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 900 | 2672 | 0.7% |
| 2700 | 2634 | 0.7% |
| 1920 | 2081 | 0.5% |
| 120 | 2022 | 0.5% |
| 3600 | 1263 | 0.3% |
| 1800 | 1237 | 0.3% |
| 3595 | 419 | 0.1% |
| 1795 | 409 | 0.1% |
| 3594 | 358 | 0.1% |
| 1794 | 350 | 0.1% |
| Other values (3591) | 367460 |
| Value | Count | Frequency (%) |
| 0 | 36 | < 0.1% |
| 1 | 75 | |
| 2 | 121 | |
| 3 | 154 | |
| 4 | 128 | |
| 5 | 146 | |
| 6 | 111 | |
| 7 | 130 | |
| 8 | 128 | |
| 9 | 109 |
| Value | Count | Frequency (%) |
| 3600 | 1263 | |
| 3599 | 17 | < 0.1% |
| 3598 | 8 | < 0.1% |
| 3597 | 86 | < 0.1% |
| 3596 | 270 | 0.1% |
| 3595 | 419 | 0.1% |
| 3594 | 358 | 0.1% |
| 3593 | 209 | 0.1% |
| 3592 | 96 | < 0.1% |
| 3591 | 67 | < 0.1% |
quarter_end
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 380905 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 380905 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 380905 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 380905 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 380905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 380905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 380905 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 380905 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 380905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 380905 |
| total_away_score | posteam_score | defteam_score | score_differential | yardline_100 | ydstogo | ydsnet | quarter_seconds_remaining | half_seconds_remaining | game_seconds_remaining | down | goal_to_go | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| total_away_score | 1.000 | 0.720 | 0.716 | -0.040 | -0.028 | 0.013 | 0.009 | -0.187 | -0.347 | -0.707 | 0.005 | 0.024 |
| posteam_score | 0.720 | 1.000 | 0.444 | 0.452 | -0.030 | 0.010 | -0.028 | -0.179 | -0.344 | -0.718 | 0.007 | 0.011 |
| defteam_score | 0.716 | 0.444 | 1.000 | -0.543 | 0.006 | 0.034 | 0.015 | -0.195 | -0.355 | -0.709 | 0.014 | 0.010 |
| score_differential | -0.040 | 0.452 | -0.543 | 1.000 | -0.030 | -0.024 | -0.057 | 0.034 | 0.040 | 0.040 | 0.011 | 0.010 |
| yardline_100 | -0.028 | -0.030 | 0.006 | -0.030 | 1.000 | 0.215 | -0.653 | 0.100 | 0.109 | 0.069 | 0.051 | 0.845 |
| ydstogo | 0.013 | 0.010 | 0.034 | -0.024 | 0.215 | 1.000 | -0.192 | -0.005 | -0.011 | -0.016 | 0.292 | 0.196 |
| ydsnet | 0.009 | -0.028 | 0.015 | -0.057 | -0.653 | -0.192 | 1.000 | -0.067 | -0.069 | -0.026 | 0.060 | 0.358 |
| quarter_seconds_remaining | -0.187 | -0.179 | -0.195 | 0.034 | 0.100 | -0.005 | -0.067 | 1.000 | 0.577 | 0.270 | 0.022 | 0.047 |
| half_seconds_remaining | -0.347 | -0.344 | -0.355 | 0.040 | 0.109 | -0.011 | -0.069 | 0.577 | 1.000 | 0.491 | 0.025 | 0.061 |
| game_seconds_remaining | -0.707 | -0.718 | -0.709 | 0.040 | 0.069 | -0.016 | -0.026 | 0.270 | 0.491 | 1.000 | 0.019 | 0.046 |
| down | 0.005 | 0.007 | 0.014 | 0.011 | 0.051 | 0.292 | 0.060 | 0.022 | 0.025 | 0.019 | 1.000 | 0.013 |
| goal_to_go | 0.024 | 0.011 | 0.010 | 0.010 | 0.845 | 0.196 | 0.358 | 0.047 | 0.061 | 0.046 | 0.013 | 1.000 |
| total_away_score | posteam_score | defteam_score | score_differential | yardline_100 | down | goal_to_go | ydstogo | ydsnet | quarter_seconds_remaining | half_seconds_remaining | game_seconds_remaining | quarter_end | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 0 | 0.0 | 0.0 | 0.0 | 58.0 | 1.0 | 0.0 | 10 | 5 | 893.0 | 1793.0 | 3593.0 | 0 |
| 2 | 0 | 0.0 | 0.0 | 0.0 | 53.0 | 2.0 | 0.0 | 5 | 2 | 856.0 | 1756.0 | 3556.0 | 0 |
| 3 | 0 | 0.0 | 0.0 | 0.0 | 56.0 | 3.0 | 0.0 | 8 | 2 | 815.0 | 1715.0 | 3515.0 | 0 |
| 4 | 0 | 0.0 | 0.0 | 0.0 | 56.0 | 4.0 | 0.0 | 8 | 2 | 807.0 | 1707.0 | 3507.0 | 0 |
| 5 | 0 | 0.0 | 0.0 | 0.0 | 98.0 | 1.0 | 0.0 | 10 | 0 | 796.0 | 1696.0 | 3496.0 | 0 |
| 6 | 0 | 0.0 | 0.0 | 0.0 | 98.0 | 2.0 | 0.0 | 10 | 4 | 760.0 | 1660.0 | 3460.0 | 0 |
| 7 | 0 | 0.0 | 0.0 | 0.0 | 94.0 | 3.0 | 0.0 | 6 | 2 | 731.0 | 1631.0 | 3431.0 | 0 |
| 8 | 0 | 0.0 | 0.0 | 0.0 | 96.0 | 4.0 | 0.0 | 8 | 2 | 694.0 | 1594.0 | 3394.0 | 0 |
| 9 | 0 | 0.0 | 0.0 | 0.0 | 43.0 | 1.0 | 0.0 | 10 | 3 | 684.0 | 1584.0 | 3384.0 | 0 |
| 10 | 0 | 0.0 | 0.0 | 0.0 | 40.0 | 2.0 | 0.0 | 7 | 13 | 648.0 | 1548.0 | 3348.0 | 0 |
| total_away_score | posteam_score | defteam_score | score_differential | yardline_100 | down | goal_to_go | ydstogo | ydsnet | quarter_seconds_remaining | half_seconds_remaining | game_seconds_remaining | quarter_end | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 449359 | 12 | 12.0 | 7.0 | 5.0 | 8.0 | 2.0 | 0.0 | 7 | 64 | 115.0 | 115.0 | 115.0 | 0 |
| 449361 | 12 | 12.0 | 7.0 | 5.0 | 5.0 | 3.0 | 0.0 | 4 | 64 | 111.0 | 111.0 | 111.0 | 0 |
| 449362 | 12 | 7.0 | 12.0 | -5.0 | 80.0 | 1.0 | 0.0 | 10 | 19 | 104.0 | 104.0 | 104.0 | 0 |
| 449363 | 12 | 7.0 | 12.0 | -5.0 | 71.0 | 2.0 | 0.0 | 1 | 19 | 82.0 | 82.0 | 82.0 | 0 |
| 449364 | 12 | 7.0 | 12.0 | -5.0 | 71.0 | 3.0 | 0.0 | 1 | 19 | 77.0 | 77.0 | 77.0 | 0 |
| 449365 | 12 | 7.0 | 12.0 | -5.0 | 66.0 | 1.0 | 0.0 | 10 | 19 | 64.0 | 64.0 | 64.0 | 0 |
| 449366 | 12 | 7.0 | 12.0 | -5.0 | 66.0 | 2.0 | 0.0 | 10 | 19 | 63.0 | 63.0 | 63.0 | 0 |
| 449367 | 12 | 7.0 | 12.0 | -5.0 | 66.0 | 3.0 | 0.0 | 10 | 19 | 58.0 | 58.0 | 58.0 | 0 |
| 449368 | 12 | 7.0 | 12.0 | -5.0 | 61.0 | 4.0 | 0.0 | 5 | 19 | 38.0 | 38.0 | 38.0 | 0 |
| 449369 | 12 | 12.0 | 7.0 | 5.0 | 39.0 | 1.0 | 0.0 | 10 | -1 | 35.0 | 35.0 | 35.0 | 0 |
Most frequently occurring
| total_away_score | posteam_score | defteam_score | score_differential | yardline_100 | down | goal_to_go | ydstogo | ydsnet | quarter_seconds_remaining | half_seconds_remaining | game_seconds_remaining | quarter_end | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 530 | 0 | 0.0 | 0.0 | 0.0 | 80.0 | 1.0 | 0.0 | 10 | 0 | 900.0 | 1800.0 | 3600.0 | 0 | 125 |
| 532 | 0 | 0.0 | 0.0 | 0.0 | 80.0 | 1.0 | 0.0 | 10 | 1 | 900.0 | 1800.0 | 3600.0 | 0 | 61 |
| 547 | 0 | 0.0 | 0.0 | 0.0 | 80.0 | 1.0 | 0.0 | 10 | 5 | 900.0 | 1800.0 | 3600.0 | 0 | 61 |
| 537 | 0 | 0.0 | 0.0 | 0.0 | 80.0 | 1.0 | 0.0 | 10 | 2 | 900.0 | 1800.0 | 3600.0 | 0 | 57 |
| 540 | 0 | 0.0 | 0.0 | 0.0 | 80.0 | 1.0 | 0.0 | 10 | 3 | 900.0 | 1800.0 | 3600.0 | 0 | 56 |
| 333 | 0 | 0.0 | 0.0 | 0.0 | 75.0 | 1.0 | 0.0 | 10 | 0 | 900.0 | 1800.0 | 3600.0 | 0 | 55 |
| 379 | 0 | 0.0 | 0.0 | 0.0 | 75.0 | 1.0 | 0.0 | 10 | 75 | 900.0 | 1800.0 | 3600.0 | 0 | 52 |
| 543 | 0 | 0.0 | 0.0 | 0.0 | 80.0 | 1.0 | 0.0 | 10 | 4 | 900.0 | 1800.0 | 3600.0 | 0 | 46 |
| 554 | 0 | 0.0 | 0.0 | 0.0 | 80.0 | 1.0 | 0.0 | 10 | 9 | 900.0 | 1800.0 | 3600.0 | 0 | 34 |
| 548 | 0 | 0.0 | 0.0 | 0.0 | 80.0 | 1.0 | 0.0 | 10 | 6 | 900.0 | 1800.0 | 3600.0 | 0 | 33 |